The Instagram Algorithm Encyclopedia

Topics · Signal

Content interactions

Contents
  1. Ways to respond to content
  2. How interactions shape Explore recommendations
  3. Why carousels can attract more interactions and reach
  4. How it has changed
  5. What you can do
  6. See also
  7. References

Content interactions on Instagram are actions people take in response to content, such as liking, commenting, saving, sharing or reposting a post12. Instagram uses people’s past interactions, their history with the person posting, and how many and how quickly others respond to rank posts and personalize recommendations, helping creators reach interested viewers23. People can influence recommendations by marking content as not interested or adjusting how much they are comfortable seeing3. In May 2026, Adam Mosseri explained that the context in which content appears affects how much people interact with it, so the same content can reach very different numbers of people at different moments4.

Ways to respond to content

Instagram content interactions include responses to Story emoji sliders, which let people express how strongly they feel about a question5. Instagram’s announcement explains that the chosen emoji helps communicate the question’s emotional tone5. Instagram also describes comments as the place where most conversation happens on the app6. Notes attached to posts and Reels let people connect with friends over content they are both seeing7.

How interactions shape Explore recommendations

In Explore, Instagram uses posts a viewer previously interacted with to find possible recommendations1. It then orders those recommendations by predicting the viewer’s interest1. The most important actions predicted for Explore include likes, saves and shares18.

Why carousels can attract more interactions and reach

For example, content interactions help explain why carousels—posts containing multiple pieces of media—often reach more people than single photos: Mosseri said in October 2024 that the extra media create more opportunities for interaction, which means greater reach on average9. He also said Instagram often gives a carousel another chance when someone initially does not swipe, automatically showing its second piece of media9. For creators deciding between the two formats, he recommended considering a carousel without forcing the choice9.

How it has changed

  1. 2016

    December

    Instagram announced that comment likes would be added in the coming weeks6.

  2. December

    Instagram announced that the ability to turn off comments on any post, previously limited to a small number of accounts, would become available to everyone in the coming weeks6.

  3. 2018

    May

    Instagram introduced the emoji slider sticker for Stories, letting people express how strongly they feel in response to a question5.

  4. 2024

    July

    Mosseri announced the launch of on posts and Reels7.

What you can do

  • To add an emoji slider to an Instagram Story, take a photo or video, select the slider from the sticker tray and write your question5.
  • To leave a Note on a post or Reel, tap the paper-plane icon and then tap “Add note”7.

See also

References

  1. 1Instagram Ranking ExplainedInstagram explainer · May 31, 2023
  2. 2How Instagram determines the order of posts in your feedInstagram Help Center
  3. 3What Creators Need To Know About Instagram RecommendationsInstagram for Creators · Aug 30, 2022
  4. 4Two identical reels can get very different reach depending on timing, competition, and context.Adam Mosseri · May 28, 2026
  5. 5Introducing the Emoji Slider Sticker for Instagram StoriesInstagram announcement · May 10, 2018
  6. 6Keeping Instagram Safe: More Tools and ControlInstagram announcement · Dec 21, 2016
  7. 7New Feature You can now add Notes to posts and reels to connect with friends over content you're both seeing.Adam Mosseri · Jul 19, 2024
  8. 8Shedding More Light on How Instagram WorksInstagram explainer · Jun 8, 2021
  9. 9Carousels often get more reach than single photo posts for two main reasons.Adam Mosseri · Oct 17, 2024

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Unofficial. Not affiliated with Instagram or Meta. AI answers from the sources shown.